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search.m
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function [result, srch] = search(obj,srch,varargin)
% Run a search within a Flywheel database
%
% Syntax:
% [srchResult, srch] = st.search(srch, ...)
%
% Description:
% This scitran search method that returns database information about
% files, acquisitions, sessions, projects, collections and groups on a
% Flywheel site. The returned information consists of cell arrays
% describing the database objects.
%
% To access the values in these objects, we use the scitran methods
% starting with either 'get' or 'download'. The 'get' routines return
% values about the objects, and the 'download' methods bring the
% information from the database, usually files, to the local file system.
%
% The 'search' method provides information about the number and identity
% of files meeting certain criteria (e.g., nifti files in a project
% representing T1 anatomical). The 'get' method provides information
% about the values of these objects (e.g., TR, TI, TE, nSlices). The
% 'download' and 'read' methods return the file data themselves.
%
% Input:
% srch: The returned object - a struct or a string
% If a string, then the search return type. In this case, we
% build the struct from the parameter/value pairs in varargin. The
% valid return types are
%
% {'file','acquisition','session','project',
% 'group', 'collection','analysis'}
%
% If a struct, the fields that define the search parameters must
% include srch.returnType and other parameters.
%
% Optional inputs
% Many parameter/value pairs are possible to define the search. For
% common search arguments, see the examples in *s_stSearches*.
%
% In addition to the search parameters, there are several special
% parameters that control the search and search output
%
% 'all data' - sets whether to search the entire database, including
% projects that you do not have access to (boolean,
% default false}
% 'summary' - print out a summary of the number of search items
% returned (boolean, default false}
% 'limit' - upper limit on the number of returned objects
% 'container' - convert the SearchResponse returns to a Flywheel
% container before returning
% 'sort label' - Sort the returned objects by a label (not yet
% implemented)
% 'single' - If a single return, return the object not a cell
%
% Returns:
% result: A cell array of data structs that match the search parameters
% srchCmd: A struct that contains the search parameters
%
% Running these commands in sequence return the same results
% [results,srchCmd] = st.search(srch,'parameter',value);
% results = st.search(srchCmd);
%
% See also: s_stSearches.m, scitran client wiki page
%
% List of the search parameters should be included here
%
% BW/LMP Vistalab 2016
%
% See also:
% s_stSearches
%
%% Programming notes
%
% To convert the struct to JSON use
%
% opts = struct('replacementStyle','hex');
% jsonwrite(cmd,opts);
%
% See also: st.browser - we use this function to visualize the returned
% object in the browser.
%
%
% Examples:
%{
st = scitran('stanfordlabs'); st.verify;
p = st.search('project','project label exact','VWFA');
id = p{1}.project.id
%}
%{
allProjects = st.list('project','all')
stPrint(allProjects,'label','')
%}
%{
% When debugging, convenience, you might want to look at the JSON
% created in the Flywheel.search method.
oldField = 'id';
newField = 'x0x5Fid';
search_query = obj.fw.replaceField(srch,oldField,newField);
opts = struct('replacementStyle','hex');
search_query = jsonwrite(srch,opts);
%}
%% Programming Notes
% Contains and Exact issue
%
%{
analyses = st.search('analysis',...
'project label contains','Weston',...
'analysis label contains','AFQ',...
'summary',true);
% This works, but not with label contains. Puzzling to me.
analyses = st.search('analysis',...
'project label exact','Weston Havens',...
'analysis label contains','AFQ',...
'summary',true);
%}
% Need for JSONio
%
% Matlab uses '.' in structs, and json allows '.' as part of the variable
% name. So, we insert a dot on the Matlab side by inserting a string,
% x0x2E in the Matlab variable.
% Matlab does not allow a lead underscore, so we must use x0x5F
% at the beginning of the variable. See v_stJSONio for examples or to
% test.
%
% This information should go on the wiki page, as well.
%
% Searches begin by defining the type of object you would like returned
% (e.g., files). Then we define the features of the object.
%
% We define the features from the slots in the srch structure. The
% returned object is defined by result_type
%
% Search constraints are further specified by additional parameters, such
% as
% 'project label contains'
% 'project id'
%
% A description of the general data model that defines searchable terms can
% be found in the command line SDK documentation
%
% ???
%
% and in the data model
%
% <https://github.com/scitran/core/wiki/Data-Model Data Model page>.
%
%% Parse inputs
%
p = inputParser;
p.KeepUnmatched = true;
% Could be a string or a struct. If a string, then we are in the simple
% search case. In principle, we should use stValid('search returns') to
% validate here. Not sure if there is a problem.
p.addRequired('srch');
% Not sure what this means yet
p.addParameter('alldata',false,@islogical);
p.addParameter('summary',false,@islogical);
p.addParameter('sortlabel',[],@ischar);
p.addParameter('container',false,@islogical); % Convert search to object
p.addParameter('fw',false,@islogical); % Backwards compatible with container
% -1 is unlimited. But it turns out Flywheel has a limit
p.addParameter('limit',10000,@isscalar); % Max allowed by flywheel
% This enables doing a search for a group for
% st.search('group','all'); or st.search('group','all labels');
% without adding the additional logical - st.search('group','all',true);
%
if (strcmp(srch,'group') && length(varargin) == 1), varargin{2} = true; end
% Configure the varargin for different search cases, starting either with a
% struct or the parameter/value cases
if ~isempty(varargin) && isstruct(varargin{1})
% Convert the srch struct to be the parameter/value cell aray
fields = fieldnames(varargin{1});
fieldvals = struct2cell(varargin{1});
for ii=1:2:length(fields)
varargin{ii} = stParamFormat(fields{ii});
varargin{ii+1} = fieldvals{ii};
end
else
% Squeeze out spaces, force lower case
varargin = stParamFormat(varargin);
end
p.parse(srch,varargin{:});
srch = p.Results.srch;
summary = p.Results.summary;
sortlabel = p.Results.sortlabel;
allData = p.Results.alldata;
limit = p.Results.limit;
fw = p.Results.fw; % Synonym to container
container = p.Results.container; % If either is true, run search2container
% Validate the return type string.
if ischar(srch), test = srch;
else, test = srch.returnType;
end
if ~stValid('search return',formatSearchType(test))
% Already valid, so return
disp('Invalid search return type');
return;
end
%% If srch is a char array, we build a srch structure
% If it is not a char array, it should be a properly formatted struct.
if ischar(srch)
% Deal with special case of group searches
if strcmp(srch,'group')
% This might become its own function
% We might move this to a call to searchGroup
switch stParamFormat(varargin{1})
case 'all'
% st.search('group','all');
result = obj.fw.getAllGroups;
case 'alllabels'
tmp = obj.fw.getAllGroups;
result = cell(length(tmp),1);
for ii=1:length(tmp)
result{ii} = tmp{ii}.label;
end
case 'allid'
tmp = obj.fw.getAllGroups;
result = cell(length(tmp),1);
for ii=1:length(tmp)
result{ii} = tmp{ii}.id;
end
case 'id'
% st.search('group','name','wandell');
% Returns the struct for the group
result = obj.fw.getGroup(varargin{2});
case 'users'
% users = st.search('group','users','wandell')
if length(varargin) < 2
error('Group label required');
end
g = obj.fw.getGroup(varargin{2});
result = cell(numel(g.permissions),1);
for ii=1:numel(g.permissions)
result{ii} = g.permissions{ii}.id;
end
otherwise
error('Unknown group search term: %s',varargin{1});
end
return;
end
% Make sure the varargin is parameter/val pairs
if mod(length(varargin),2)
error('Must have an even number of param/val varargin');
end
% One of the standard return types
% Force to lower and singular. Also check that it is a permissible type.
searchType = formatSearchType(srch);
clear srch
srch.returnType = searchType;
% Build the search structure from the param/val pairs
n = length(varargin);
for ii=1:2:n
val = varargin{ii+1};
switch stParamFormat(varargin{ii})
% GENERAL SEARCH PARAMETERS
case {'alldata'}
% Search all of the data.
% By default you search only your own data.
% Force to be logical
if allData, val = true;
else, val = false;
end
srch.allData = val;
case {'sortlabel'}
% Ignore - We manage this at the end.
case {'summary'}
% Logical - Printout a summary description of the return cell array
summary = val;
case {'limit'}
% We manage an upper limit on the number of returns
% at the end.
limit = val;
case {'container','fw'}
% Ignore - We manage this at the end.
% GROUP
case{'groupid'}
% Exact match to group name
if ~isfield(srch,'filters')
srch.filters{1}.match.group0x2E_id = val;
else
srch.filters{end + 1}.match.group0x2E_id = val;
end
case {'grouplabel'}
% Each group has an id and a label. It seems to me (BW)
% that the label/id search is confused. Ask Megan.
if ~isfield(srch,'filters')
srch.filters{1}.match.group0x2Elabel = val;
else
srch.filters{end + 1}.match.group0x2label = val;
end
% PROJECTS
case {'projectlabelcontains'}
% struct('filters', {{struct('match', struct('project0x2Elabel', 'vwfa'))}})
if ~isfield(srch,'filters')
srch.filters{1}.match.project0x2Elabel = val;
else
srch.filters{end+1}.match.project0x2Elabel = val;
end
case {'projectlabelexact'}
% Note the cell here, which is not used in the
% contains case.
if ~isfield(srch,'filters')
srch.filters{1}.terms.project0x2Elabel = {val};
else
srch.filters{end+1}.terms.project0x2Elabel = {val};
end
case {'projectid'}
% This is like project._id, I think.
% filters', {{struct('term', struct('project0x2E_id'
if ~isfield(srch,'filters')
srch.filters{1}.match.project0x2E_id = val;
else
srch.filters{end+1}.match.project0x2E_id = val;
end
% SESSIONS
case {'sessionlabelcontains'}
% srch.sessions.match.label = val;
if ~isfield(srch,'filters')
srch.filters{1}.match.session0x2Elabel = val;
else
srch.filters{end + 1}.match.session0x2Elabel = val;
end
case {'sessionlabelexact','sessionlabel'}
% st.search('session','session label exact',STRING);
if ~isfield(srch,'filters')
srch.filters{1}.terms.session0x2Elabel = {val};
else
srch.filters{end+1}.terms.session0x2Elabel = {val};
end
case 'sessionid'
if ~isfield(srch,'filters')
srch.filters{1}.match.session0x2E_id = val;
else
srch.filters{end+1}.match.session0x2E_id = val;
end
case {'sessionaftertime'}
% val has the format of a string like
% 'now-16w'. A string with no spaces.
% Also, 'now-2y','now-3d'
val = stParamFormat(val);
if ~isfield(srch,'filters')
srch.filters{1}.range.session0x2Ecreated.gte = val;
else
srch.filters{end + 1}.range.session0x2Ecreated.gte = val;
end
case {'sessionbeforetime'}
% When the data were placed in the database. Not the
% same as the timestamp, which denotes when they were
% measured.
val = stParamFormat(val);
if ~isfield(srch,'filters')
srch.filters{1}.range.session0x2Ecreated.lte = val;
else
srch.filters{end + 1}.range.session0x2Ecreated.lte = val;
end
case {'sessionmeasuredbeforetime'}
% When the data were placed in the database. Not the
% same as the timestamp, which denotes when they were
% measured.
val = stParamFormat(val);
if ~isfield(srch,'filters')
srch.filters{1}.range.session0x2Etimestamp.lte = val;
else
srch.filters{end + 1}.range.session0x2Etimestamp.lte = val;
end
case {'sessionmeasuredaftertime'}
% val has the format of a string like
% 'now-16w'
val = stParamFormat(val);
if ~isfield(srch,'filters')
srch.filters{1}.range.session0x2Etimestamp.gte = val;
else
srch.filters{end + 1}.range.session0x2Etimestamp.gte = val;
end
case {'sessioncontainsanalysis','sessioncontainsanalysislabel'}
if ~isfield(srch,'filters')
srch.filters{1}.match.analyses0x2Elabel = val;
else
srch.filters{end + 1}.match.analyses0x2Elabel = val;
end
case {'sessioncontainssubject'}
if ~isfield(srch,'sessions')
srch.sessions.bool.must{1}.match.subject0x2Ecode = val;
else
srch.sessions.bool.must{end + 1}.match.subject0x2Ecode = val;
end
% ANALYSES
case {'analysislabelcontains'}
if ~isfield(srch,'filters')
srch.filters{1}.match.analysis0x2Elabel = val;
else
srch.filters{end + 1}.match.analysis0x2Elabel = val;
end
case {'analysislabelexact','analysislabel'}
if ~isfield(srch,'projects')
srch.filters{1}.terms.analysis0x2Elabel = {val};
else
srch.filters{end+1}.terms.analysis0x2Elabel = {val};
end
case {'analysisid'}
if ~isfield(srch,'filters')
srch.filters{1}.match.analysis0x2E_id = val;
else
srch.filters{end+1}.match.analysis0x2E_id = val;
end
% Gears
case {'gearname'}
% TUse this to find analyses that were generated by a
% gear with this name
if ~isfield(srch,'filters')
srch.filters{1}.match.analysis0x2Egear_info0x2Ename = val;
else
srch.filters{end+1}.match.analysis0x2Egear_info0x2Ename = val;
end
case {'gearversion'}
% Use this to find an analysis that ran a gear with
% this version.
if ~isfield(srch,'filters')
srch.filters{1}.match.analysis0x2Egear_info0x2Eversion = val;
else
srch.filters{end+1}.match.analysis0x2Egear_info0x2Eversion = val;
end
% An analysis was generated by a job. The analysis ran a
% gear. The job is on the analysis. The gear parameters
% are called the config. These are stored in the
%
% job.config
%
% in the gear configuration that ...
% ACQUISITIONS
case {'acquisitionlabelcontains'}
if ~isfield(srch,'filters')
srch.filters{1}.match.acquisition0x2Elabel = val;
else
srch.filters{end+1}.match.acquisition0x2Elabel = val;
end
case {'acquisitionlabelexact'}
if ~isfield(srch,'filters')
srch.filters{1}.terms.acquisition0x2Elabel = {val};
else
srch.filters{end+1}.terms.acquisition0x2Elabel = {val};
end
case {'acquisitionid'}
if ~isfield(srch,'filters')
srch.filters{1}.match.acquisition0x2E_id = val;
else
srch.filters{end+1}.match.acquisition0x2E_id = val;
end
% COLLECTIONS
case {'collectionlabelcontains'}
if ~isfield(srch,'filters')
srch.filters{1}.match.collection0x2Elabel = val;
else
srch.filters{end + 1}.match.collection0x2Elabel = val;
end
case {'collectionlabelexact','collectionlabel'}
if ~isfield(srch,'projects')
srch.filters{1}.terms.collection0x2Elabel = {val};
else
srch.filters{end+1}.terms.collection0x2Elabel = {val};
end
case {'collectionid'}
if ~isfield(srch,'filters')
srch.filters{1}.match.collection0x2E_id = val;
else
srch.filters{end+1}.match.collection0x2E_id = val;
end
% FILES AND DATA
case {'filenamecontains'}
% NEEDS CHECKING
if ~isfield(srch,'filters')
srch.filters{1}.match.file0x2Ename = val;
else
srch.filters{end + 1}.match.file0x2Ename = val;
end
case {'filenameexact','filename'}
if ~isfield(srch,'projects')
srch.filters{1}.terms.file0x2Ename = {val};
else
srch.filters{end+1}.terms.file0x2Ename = {val};
end
case {'fileid'}
% There is not yet an id for a file. When that comes,
% uncomment this.
% Not tested.
if ~isfield(srch,'filters')
srch.filters{1}.match.file0x2E_id = val;
else
srch.filters{end+1}.match.file0x2E_id = val;
end
case {'filetype'}
% Nifti, dicom, bvec, bval,montage ...
% This checking could include force to lower case and
% eliminate spaces. But the Flywheel side does not seem
% to work that way.
% WORRIED. Maybe this should be 'terms'
v = stValid('file type');
if ~ismember(val,v)
fprintf('Valid file types are\n');
stValid('file type');
error('Invalid file type');
end
if ~isfield(srch,'filters')
srch.filters{1}.term.file0x2Etype = val;
else
srch.filters{end+1}.term.file0x2Etype = val;
end
% SUBJECTS
case {'subjectcode'}
% This seems to be 'contains', though I am not sure.
if ~isfield(srch,'filters')
srch.filters{1}.term.subject0x2Ecode = val;
else
srch.filters{end + 1}.term.subject0x2Ecode = val;
end
case {'subjectlabel'}
% This seems to be 'contains', though I am not sure.
if ~isfield(srch,'filters')
srch.filters{1}.term.subject0x2Elabel = val;
else
srch.filters{end + 1}.term.subject0x2Elabel = val;
end
case {'subjectlastname'}
% This seems to be 'contains', though I am not sure.
if ~isfield(srch,'filters')
srch.filters{1}.term.subject0x2Elastname = val;
else
srch.filters{end + 1}.term.subject0x2Elastname = val;
end
case {'subjectagerange'}
% s = st.search('session','subject age range',[90.1 96]);
% s = st.search('session','subject age range',[70.1 76]);
% Subject age range in years
% If you set age range twice, it is AND. Not needed.
if ~isfield(srch,'filters')
srch.filters{1}.range.subject0x2Eage.gt= year2sec(val(1));
srch.filters{1}.range.subject0x2Eage.lt= year2sec(val(2));
else
srch.filters{end + 1}.range.subject0x2Eage.gt= year2sec(val(1));
srch.filters{end + 1}.range.subject0x2Eage.lt= year2sec(val(2));
end
case {'subjectsex'}
% val must be 'male' or 'female'
% st.search('session','subject sex','male');
if ~isfield(srch,'filters')
srch.filters{1}.match.subject0x2Esex = val;
else
srch.filters{end + 1}.match.subject0x2Esex = val;
end
% Data classification search based on Measurement
case {'measurement'}
MR = obj.fw.getModality('MR');
valid = MR.classification.Measurement;
if ~ismember(val,valid)
fprintf('Valid Measurement classifications:\n')
disp(valid);
error('Invalid measurement type: %s\n',val);
end
% st.search('file','measurement','T1');
% Can we get a list of the valid measurement values?
if ~isfield(srch,'filters')
srch.filters{1}.match.file0x2Eclassification0x2EMeasurement = val;
else
srch.filters{end + 1}.match.file0x2Eclassification0x2EMeasurement = val;
end
case {'intent'}
% st.search('file','intent','structural');
% Can we get a list of the valid measurement values?
if ~isfield(srch,'filters')
srch.filters{1}.match.file0x2Eclassification0x2EIntent = val;
else
srch.filters{end + 1}.match.file0x2Eclassification0x2EIntent = val;
end
case {'terange'}
% Here is a goal.
% st.search('file','measurement te range',[v1, v2]);
% searchString
case {'string'}
% Not sure what this does yet. But it appears to
% search anywhere in the properties of the returnType
% that has this string.
srch.searchString = val;
otherwise
error('Unknown search parameter: %s\n',varargin{ii});
end
end
else
% The srch term was a struct. So we need to get searchType
searchType = srch.returnType;
end
%% Perform the search
% To limit the searches to the top 100, use this
srchResult = obj.fw.search(srch,'size',limit); %.results;
if isfield(srchResult,'message')
fprintf('Search error\n');
fprintf('Status code: %d\n',srchResult.status_code);
fprintf('Message: %s\n',srchResult.message);
return;
end
% Convert the returned srchResult to a cell array from struct array.
% I tried allocating structs, but this turns out not be easy.
% See
% https://www.mathworks.com/matlabcentral/answers/12912-how-to-create-an-empty-array-of-structs
% We discovered that sometimes srchResult is already a cell array, so in
% that case we don't do the conversion. We should ask Jen R about this,
% but no big deal.
if ~iscell(srchResult)
result = cell(length(srchResult),1);
for ii=1:length(srchResult)
result{ii} = srchResult(ii);
end
else
result = srchResult;
end
if isempty(result), fprintf('No results returned\n'); return; end
%% Deal with sortlab or summary flag
if ~isempty(sortlabel)
fprintf('sort label is not yet implemented. %s\n',sortlabel);
end
if summary
% This summary might get more helpful. Or deleted.
if length(result) < limit
fprintf('Found %d (%s)\n',length(result), searchType);
else
% We ran up to the limit. So warn.
fprintf('Found %d (%s). Limited to %d\n',length(result), searchType, limit);
end
end
if (fw || container) && ~isempty(result) % Convert the search responses to their Flywheel data format
result = stSearch2Container(obj,result);
end
end